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![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-25 04:08:24 UTC

💡 With subnet parameters reaching billions and validator APYs hitting 18.5%, incentives align to reward quality contributions. This dynamic system ensures high-performance models thrive, fostering a meritocratic environment that’s transparent and resilient.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948596167660408867/c:line.svg)

**Related Topics**
[thrive](/topic/thrive)
[billions](/topic/billions)

[Post Link](https://x.com/AiniUmum/status/1948596167660408867)